Update README.md

README.md

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   - split: train
     path: data/train-*
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+
+# Example Dataset for Surya OCR Finetuning
+
+This dataset is an example that lays out the expected format for finetuning Surya OCR. 
+
+## Data Requirements
+    Image column: The input images (full pages, blocks, or single text lines — mix freely).
+    Text column: The transcription corresponding to each image.
+        For math content, ensure <math display="inline"></math> or <math display="block"></math> tags are wrapped around the latex
+
+## Surya OCR supports:
+    Various aspect ratios
+    Different image types and qualities
+    Full-page documents
+    Cropped blocks of text
+    Single-line snippets
+
+The base surya model is trained on a wide range of samples from all these categories, and you can combine any of these types in your training dataset for more robust performance, as demonstrated in this example dataset.